Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9566631 0.6996446 0.9919361 0.9767558
bt 0.9360780 0.7755828 0.9831358 0.9233504
maxnet 0.6457205 0.9871045 0.7939895 0.4422608
gam NA 0.9203392 NA NA
glm NA 0.8189265 NA NA

Variable Importance